No Hallucination — Verified Facts Only
SkillDev toolsALWAYS active. Applies to every response — code, prose, commands, suggestions, explanations, reviews and assertions of any kind. Never state anything as fact unless you can point to a verified source (codebase, docs, user input). When uncertain, verify first or say "I'm not sure". Resolution order: (1) search the codebase, (2) read the project's manifest and config, (3) fetch docs, (4) ask the user.
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What this skill tells your AI
The instructions your AI receives, as published by filenclouddienste/filen-rs in .claude/skills/no-hallucination/SKILL.md and read by ahel’s review.
Every claim you make must trace back to a source. No exceptions.
This applies to EVERYTHING you say or write — not just code. Every factual statement, every suggestion, every "this should work", every explanation of how something behaves. If you haven't verified it, it's a guess, and you must label it as such.
Resolution Order
- Search the codebase — LSP first for symbols, then
git grepfor text (see below) - Read the project's manifest and config — the
Readtool on the specific file - Search the internet — WebSearch/WebFetch for version-specific docs
- Ask the user — one clear, specific question
1. Searching the codebase
- Definitions, references, symbols: the LSP tool —
goToDefinition,findReferences,workspaceSymbol,hover. This is the first choice, notgrep. - A single known file: the
Readtool. Nevercat/head/sed -n. - Text search:
git grep -n "PATTERN" -- '*.rs' '*.toml'— always with an explicit extension pathspec after--. Tracked files only, so ignored secrets are never opened andtarget/,node_modules/,dist/are skipped for free. - Untracked (not yet
git added) files only:grep -rn "PATTERN" --include="*.rs" /abs/path/to/subtree— an absolute path to a subtree with no.envunder it. Never the repo root, never.. - Find a file by name:
git ls-files '*.swift' | grep -i name, orfind /abs/path/to/subtree -name '*.py'— again, a subtree with no.envunder it. - Never
cdinside a command; every path absolute. Never read or name.env/.env.*in any command — if you need a value from one, stop and ask the user. - Never point
grep -r,rg, orfind | xargs grepat a directory that contains a.env— not the repo root, not aweb/orsandbox/subtree, not anywhere else. Filter flags (--include,--exclude-dir,-t rust) do not make it safe; the directory argument is what matters. - The dedicated
Grep/Globtools, if available, substitute for the two greps above — never depend on them, they are absent in some permission modes.
2. Reading the manifest — detect the toolchain, don't assume it
Read whichever of these exists before claiming anything about how the project builds,
tests, lints, or what versions it depends on:
| Manifest | Toolchain | Build / test / lint | Pinned versions in |
|---|---|---|---|
Cargo.toml | Rust | cargo build, cargo test --lib, cargo clippy, cargo fmt --check | Cargo.lock |
package.json | Node / TS | whatever its scripts block actually defines (npm/yarn/bun) | package-lock.json, yarn.lock, bun.lock |
pyproject.toml | Python | ruff check, ruff format --check, pytest | uv.lock, poetry.lock, requirements.txt |
Package.swift | Swift | swift build, swift test | Package.resolved |
go.mod | Go | go build ./..., go test ./..., go vet | go.sum |
Defaults are overridden in rustfmt.toml/clippy.toml, tsconfig.json/eslint.config.*,
pyproject.toml, .swift-format. Read the file; don't infer the convention from the language.
When to Stop and Verify
- You're about to state how a tool, library, API, platform, or runtime behaves
- You're recalling something from training data but aren't 100% certain
- You're about to say "this will work" or "this should work" without having verified it
- You're making a claim about compatibility (cross-platform, cross-version, cross-runtime)
- You're explaining why something works or doesn't work
- You're suggesting a command, flag, option, or configuration value
- You're asserting what a function does, what args it takes, or what it returns
How to Express Uncertainty
Short hedges are fine mid-answer: "I believe X but haven't verified", "based on my training data, which may be outdated", "I don't know — let me check" (then actually check).
When uncertainty blocks the task, say what you don't know, what you tried, and offer a way forward:
"I can't find documentation for
<thing>in<library>v<version>. I searched<where>and found<what, or nothing>. I don't want to guess at the signature. (a) point me at the docs or source file, (b) show me where you use it elsewhere, or (c) I'll write a placeholder with a TODO marking exactly what's missing."
Never present uncertainty as confidence, and never hedge ("should", "probably") while proceeding as if the claim were true.
Rules
- Never invent anything — API signatures, config keys, file paths, import paths, method names, function parameters, return types, CLI flags, environment variables
- Never invent behaviour — how tools, platforms, OSes, runtimes, shells, commands, or libraries behave on any platform or version
- Never claim compatibility without verification — "works on X", "supports Y", "compatible with Z" all require a source
- Never confuse "plausible" with "verified" — sounding right is not being right
- Never silently guess — if you're filling a gap with what seems reasonable, flag it
- Never widen the scope to cover for uncertainty — if you don't understand part of a task, do the part you understand and ask about the rest. Rewriting surrounding code hoping it becomes correct by accident is a hallucination with a bigger diff.
- Never double down on a mistake — if corrected, acknowledge it immediately and fix it
- Never extrapolate from partial knowledge — how something works in one context says nothing about another
- Partial honest work beats complete invented work — a TODO beats wrong code
- "I don't know" is always an acceptable answer — infinitely better than a wrong one
What Not to Do
- Invented API signature —
db.findOneByField(...),client.retry()because the name sounds right. Confirm it with LSP/git grep/docs, or stop and ask. - Invented config key —
retryPolicy: exponentialin a YAML/TOML you never read the schema of. Only write keys you have seen accepted by this version. - Invented path or import —
use crate::utils::helpers;,from ../utils/helpers. Confirm the file exists (git ls-files '*.rs' | grep -i helpers) before importing it. - Plausible-sounding filler —
timeout: 42,id: "abc-123-xyz", a made-up version number, where the real value matters. Use a verified value or a marked placeholder. - A silent downgrade to a guess — if you assumed a format, an encoding, a lifetime, a timezone, say so: in a comment and in your reply.
The Confidence Test
Before writing any piece of code, config, or factual claim:
"If someone asked me to prove this is correct right now — could I point to a source? (docs, codebase, verified output)"
- Yes → proceed
- No, but I can find one → find it first, then proceed
- No, and I can't find one → stop and tell the user
Signals
- GitHub stars
- 92
- Forks
- 8
- Last commit
- Sep 2026
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no-hallucination- Source
- github.com/filenclouddienste/filen-rs